股海罗盘 - A股股票量化分析
A quantitative analysis tool with historically validated signals for A-share investment.
Install & Use
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Help me install this AI Skill: 股海罗盘 - A股股票量化分析. It is used for: A quantitative analysis tool with historically validated signals for A-share investment. Full Skill content: https://321skill.com/skills/a-share-quant-analysis-11/raw/index.md Read that page and install it.
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Stock Compass aims to address common decision-making pain points for A-share investors: when faced with numerous technical indicators and research report opinions, it is difficult to judge their historical effectiveness, often leading to the dilemma of "buying at the peak" or "selling at the bottom." Through its self-learning quantitative engine, it conducts over 600,000 historical signal backtests for each stock, attaching a clear historical match rate progress bar to each analysis signal, making "past accuracy" immediately apparent.
Users simply need to input a stock code or name to obtain 17-dimensional comprehensive data at once, including market quotes, capital flows, technical indicators, financials, holdings, share unlock events, research reports, and more. The system automatically performs ETF four-quadrant linkage analysis, multi-source fund flow cross-validation, and full-market brokerage research report coverage statistics, uncovering five types of pattern maps such as support/resistance levels and post-rise/fall probabilities, and generates a DOCX analysis report with K-line charts in one click.
This tool is particularly suitable for quantitative traders, data analysts requiring in-depth research and decision support, and investors with research needs in the A-share market. It transforms fragmented, subjective market information into structured quantitative conclusions supported by historical data.
It is recommended that users treat it as an auxiliary verification tool for investment decisions, not the sole basis. When using it, focus on signal patterns with high historical match rates and conduct multi-dimensional cross-validation in conjunction with the generated pattern maps. The automatically generated reports can serve as archival material or for client communication, but their conclusions should still be integrated with the latest market dynamics for comprehensive judgment.
Key Features
The core differentiator is providing a "match rate" based on massive historical backtesting for each analysis signal (e.g., indicator golden cross, capital inflow), visually showing the win rate of that signal in similar past scenarios, rather than merely providing current data or simple signals. It uniquely integrates ETF four-quadrant linkage analysis and brokerage research report opinion divergence statistics, performing cross-validation from the perspectives of sector fund resonance and market expectation consistency.
Limitations
This tool primarily relies on historical data patterns for backtesting and mining; it does not guarantee future performance and is not suitable for scenarios pursuing absolute certainty or short-term high-frequency trading.
FAQ
Can Stock Compass predict stock price movements?
No. It provides the historical success probability (match rate) of signals and multi-dimensional data cross-validation to help you assess the historical validity of current signals, not to predict the future.
What does the generated DOCX report include?
The report includes stock K-line charts, a summary of 17-dimensional key data, historical signal match rate displays, analysis conclusions from five types of pattern maps, and cross-validation results such as ETF linkage and research report consensus.
Installation guide for AI assistants
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Raw Markdown URL for AI: /skills/a-share-quant-analysis-11/raw/index.md